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Total result(s) found: 68
  • ​​Sara Shaheen, Lama Affara, and Bernard Ghanem, 
    "Constrained Convolutional Sparse Coding for Parametric Based Reconstruction Of Line Drawings"
    International Conference on Computer Vision (ICCV 2017)​
  • ​​[supplementary material]​
Keywords:
convolutional sparse coding, sketch drawing, parametric reconstruction
  • Jean Lahoud and Bernard Ghanem, 
    "2D-Driven 3D Object Detection in RGB-D Images"
    International Conference on Computer Vision (ICCV 2017)​
  • ​[supplementary material]
Keywords:
3d detection, RGBD images, multilayer perceptron
  • ​Adel Bibi, Bernard Ghanem, 
    "High Order Tensor Formulation for Convolutional Sparse Coding", 
    International Conference on Computer Vision 2017 (ICCV17)
    ​​​​​​​​​​
  • [supplementary material]​ 
Keywords:
tensors, convolutional sparse coding​, tsvd
  • Sara Shaheen, Bernard Ghanem, 
    "Stroke Style Transfer", 
    Proceedings of Eurographics (Short Paper) 2017
Keywords:
stroke style transfer, sketch representation, line drawing
Keywords:
fft, lasso, large-scale
Keywords:
context-aware, correlation filter, tracking
  • Fabian Caba, Wayner Barrios, Bernard Ghanem, 
    "SCC: Semantic Context Cascade for Efficient Action Detection"
    Conference on Computer Vision and Pattern Recognition (CVPR 2017)
  • [bibtex] ​[​supplementary material]
Keywords:
semantic context cascade, efficient action detection
  • ​Baoyuan Wu, Fan Jia, Wei Liu, Bernard Ghanem, 
    "Diverse Image Annotation", 
    Conference on Computer Vision and Pattern Recognition (CVPR 2017)​
  • [bibtex] ​[supplementary material]
Keywords:
diverse, image annotation
  • Shyamal Buch, Victor Escorcia, Bernard Ghanem, Juan Carlos Niebles, 
    "SST: Single-Stream Temporal Action Proposals", ​
    Conference on Computer Vision and Pattern Recognition (CVPR 2017)
Keywords:
single-stream, temporal action proposals
  • ​Ganzhao Yuan, Bernard Ghanem, 
    "A Matrix Splitting Method for Composite Function Minimization"
    Conference on Computer Vision and Pattern Recognition (CVPR 2017)
  • ​[bibtex] [supplementary material]
Keywords:
matrix splitting method, composite function minimization
  • Ganzhao Yuan, Bernard Ghanem, 
    "An Exact Penalty Method for Binary Optimization Based on MPEC Formulation",
    AAAI Conference on Artificial Intelligence (AAAI 2017)​
    ​​​
  • ​​[code]​
Keywords:
binary optimization, MPEC formulation
  • Matthias Mueller, Gopal Sharma, Neil Smith and Bernard Ghanem
    "Persistent Aerial Tracking System for UAVs"
    Intelligent Robots and Systems (IROS 2016)​
    ​​​
  • ​[bibtex] [video]​
Keywords:
UAV Aerial Tracking System
  • Victor Escorcia, Fabian Caba, Juan Carlos Niebles, Bernard Ghanem
    "DAPs: Deep Action Proposals for Action Understanding"
    European Conference on Computer Vision (ECCV 2016)
    ​​​
  • ​​[code]​
Keywords:
action proposals, action detection, long-short term memory
  • Adel Bibi, Matthias Mueller, Bernard Ghanem
    "Target Response Adaptation for Correlation Filter Tracking"
    European Conference on Computer Vision (ECCV 2016)​
    ​​​
  • ​[supplementary material]​ [Code]​ [Video] [Spotlight]
Keywords:
Correlation Filter Tracking, Adaptive Target Design
Keywords:
urban assets, object proposals, image rectification
Keywords:
UAV Tracking, UAV Simulator, Aerial Object Tracking, Benchmark, Dataset
  • Yongqiang Li, Baoyuan Wu (corresponding author), Bernard Ghanem, Yongping Zhao, Hongxun Yao, Qiang Ji
    “Facial Action Unit Recognition under Incomplete Data  Based on Multi-label Learning with Missing Labels” 
    Pattern Recognition, 2016
Keywords:
Face action unit recognition, Incomplete data, Multi-label learning
Keywords:
visual tracking, circulant sparse tracker
  • Fabian Caba, Juan Carlos Niebles, and Bernard Ghanem
    "Fast Temporal Activity Proposals for Efficient Detection of Human Actions in Untrimmed Videos"
    Conference on Computer Vision and Pattern Recognition (CVPR 2016)
    ​​​
  • ​[supplementary material]​ [code]​
Keywords:
activity proposals, action recognition, video analysis
  • Adel Bibi,​ Tianzhu Zhang, ​and Bernard Ghanem
    "3D Part-Based Sparse Tracker with Automatic Synchronization and Registration"
    Conference on Computer Vision and Pattern Recognition (CVPR 2016)
    ​​​​​​​​​​
  • ​[​video]
Keywords:
3D Tracker, Part-Based Tracker, particle filter
  • ​Ganzhao Yuan and Bernard Ghanem
    "A Proximal Alternating Direction Method for Semi-Definite Rank Minimization"
    AAAI Conference on Artificial Intelligence (AAAI 2016)​
  • ​[code]​ [supplementary material]​
Keywords:
Semidefinite Rank Minimization, MPEC, Sensor Network Localization, Kurdyka-Łojasiewicz Inequality, Proximal ADM, Convergence Analysis
  • Baoyuan Wu, Siwei Lyu, Bernard Ghanem
    "Constrained Submodular Minimization for Missing Labels and Class Imbalance in Multi-label Learning"
    The Thirtieth AAAI Conference on Artificial Intelligence (AAAI 2016 )
  • ​[​code]​ [supplementary material]
Keywords:
Submodular Minimization, Missing Labels, Multi-label Learning
  • Sara Shaheen, Alyn Rockwood, and Bernard Ghanem 
    "SAR: Stroke Authorship Recognition"
    Computer Graphics Forum 2015​
    ​​​
  • ​[data]​​
Keywords:
sketch, stroke, stroke segments, style, authorship recognition, fraud detection, sketch training
  • Mohamed Hachama, Bernard Ghanem, and Peter Wonka
    "Intrinsic Scene Decomposition from RGB-D Images"
    International Conference on Computer Vision (ICCV 2015
  • [supplementary material] ​[video]​
Keywords:
Intrinsic Decomposition, RGB-D Images
  • Rachit Dubey, Joshua Peterson, Aditya Khosla, Ming-Hsuan Yang, and Bernard Ghanem
    "What makes an object memorable?"
    International Conference on Computer Vision (ICCV 2015) 
  • [data] [bibtex]
Keywords:
Image Memorability, Object Memorability, Deep Learning
  • Baoyuan Wu, Siwei Lyu, and Bernard Ghanem
    "ML-MG: Multi-label Learning with Missing Labels Using a Mixed Graph"
    International Conference on Computer Vision (ICCV 2015)
  • ​[​code]​
Keywords:
Missing Label, Multi-label Learning, Mixed Graph
  • Adel Bibi and Bernard Ghanem
    "Multi-Template Scale Adaptive Kernelized Correlation Filters"
    International Conference on Computer Vision Workshop (ICCVW/VOT 2015) 
    ​​​​​
  • ​[code][supplementary material​]​
Keywords:
Tracking, Correlation Filters
  • Liangliang Nan, Caigui Jiang, Bernard Ghanem, Peter Wonka
    "Template Assembly for Detailed Urban Reconstruction"
    Eurographics (EG 2015)
  • [suppl 1] [suppl 2] [video] [slides]​



Keywords:
Computer Graphics, Urban Reconstruction
  • Tianzhu Zhang, Si Liu, Changsheng Xu, Shuicheng Yan, Bernard Ghanem, Narendra Ahuja, and Ming-Hsuan Yang
    “Structural Sparse Tracking”
    Conference on Computer Vision and Pattern Recognition (CVPR 2015)
Keywords:
Tracking, Sparse Optimization
  • Tianzhu Zhang, Bernard Ghanem, Si Liu, Narendra Ahuja
    "Robust Visual Tracking via Exclusive Context Modeling"
    IEEE Transactions on Cybernetics 2015

Keywords:
Tracking
  • Bernard Ghanem, Ali Thabet, Juan Carlos Niebles, and Fabian Caba
    “Robust Manhattan Frame Estimation from a Single RGB-D Image”
    Conference on Computer Vision and Pattern Recognition (CVPR 2015)
  •  [supplementary material][code]​​​[data]​

Keywords:
Sparse Optimization, Robust Estimation
  • Victor Castillo, Juan Carlos Niebles, and Bernard Ghanem
    “On the Relationship between Visual Attributes and Convolutional Networks”
    Conference on Computer Vision and Pattern Recognition (CVPR 2015) 
  • [supplementary material]​​

Keywords:
Visual Attributes, Convolution Networks
  • Ganzhao Yuan and Bernard Ghanem
    “L0TV : A New Method for Image Restoration in the Presence of Impulse ​Noise”
    Conference on Computer Vision and Pattern Recognition (CVPR 2015)​​​
  • [supplementary material] [code] [slides]​ [oral]​

Keywords:
Image Restoration, Sparse Optimization
  • Bernard Ghanem, Yuanhao Cao, Peter Wonka
    "Designing Camera Networks by Convex Quadratic Programming"
    Eurographics (EG 2015)
  •  [video]​

Keywords:
Camera Placement, Computer Graphics
  • Fabian Caba Heilbron, Victor Castillo, Bernard Ghanem, and Juan Carlos Niebles
    ActivityNet: A Large-Scale Video Benchmark for Human Activity Understanding
    Conference on Computer Vision and Pattern Recognition (CVPR 2015)​​​
    ​​​
  • [supplementary material]​

Keywords:
Action Recognition, Large Scale
  • Indriyati Atmosukarto, Narendra Ahuja, Bernard Ghanem
    "Action Recognition using Discriminative Structured Trajectory Groups"
    Winter Conference on Applications of Computer Vision (WACV 2015)​​​
Keywords:
Action Recognition
  • Tianzhu Zhang, Si Liu, Narendra Ahuja, Ming-Hsuan Yang, Bernard Ghanem
    "Robust Visual Tracking Via Consistent Low-Rank Sparse Learning"
    International Journal of Computer Vision (IJCV 2014)

Keywords:
Visual tracking, Temporal consistency, Sparse representation, Low-rank representation
  • Rachit Dubey, Akshat Dave, Bernard Ghanem
    "Improving Saliency Models by Predicting Human Fixation Patches"
    Asian Conference on Computer Vision (ACCV 2014)

Keywords:
Human Fixation, Human Visual System Understanding
  • Rachit Dubey, Akshat Dave, Bernard Ghanem
    "Improving Saliency Models by Predicting Human Fixation Patches"
    Asian Conference on Computer Vision (ACCV 2014)
Keywords:
Pose Estimation
  • Fabian Caba Heilbron, Ali Thabet, Juan Carlos Niebles, Bernard Ghanem
    "Camera Motion and Surrounding Scene Appearance as Context for Action Recognition"
    Asian Conference on Computer Vision (ACCV 2014)

Keywords:
Action Recognition
  • Ali Thabet, Jean Lahoud, Daniel Asmar, Bernard Ghanem
    "3D Aware Correction and Completion of Depth Maps in Piecewise Planar Scenes"
    Asian Conference on Computer Vision (ACCV 2014) ​​​

Keywords:
Depth Maps, 3D Understanding
  • I. Atmosukarto, B. Ghanem, S. Ahuja, K. Muthuswamy​, N.Ahuja
    "Automatic Recognition of Offensive Team Formation in American Football Plays"
    IEEE International Workshop on Computer Vision in Sports (CVsports), 2013
  • ​Won Best Paper Award​

Keywords:
Automatic Recognition, American Football Plays
  • T. Zhang, B. Ghanem, S. Liu, N. Ahuja
    "Robust Visual Tracking via Structured Multi-Task Sparse Learning"
    International Journal of Computer Vision (IJCV 2013)

Keywords:
Visual Tracking, Particle Filter, Graph, Structure, Sparse Representation, Multi-task Learning
  • T. Zhang, B. Ghanem, C.Xu, N. Ahuja
    "Object Tracking by Occlusion Detection via Structured Sparse Learning"
    IEEE International Workshop on Computer Vision in Sports (CVsports), 2013

Keywords:
Visual Tracking, Object Tracking, Structured Sparse Learning, Occlusion Detection
  • G. Yuan, B.Ghanem, Z. Zhang, Z. Hao
    "BILGO: Bilateral Greedy Optimization for Large Scale Semidefinite Programming"
    Neurocomputing Journal 2013
    ​​
Keywords:
Semidefinite Programming, Low-Rank Optimization, Rank-1 Approximation, Frank-Wolfe algorithm, Leading Eigenvector, Metric Learning, Kernel Learning
  • J. Varadarajan, I. Atmosukarto, S. Ahuja, B. Ghanem, N. Ahuja
    "A Topic Model Approach to Represent and Classify American Football Plays"
    British Machine Vision Conference (BMVC2013) 
Keywords:
Football Plays, Modeling, Classify, Represent
  • T. Zhang, B. Ghanem, S. Liu, N. Ahuja
    "Low-Rank Sparse Coding for Image Classification"
    International Conference on Computer Vision (ICCV 2013)
    ​​
Keywords:
Low Ranks, Coding, Image Classification
  • Indriyati Atmosukarto, Bernard Ghanem, Narendra Ahuja
    "Trajectory-based Fisher Kernel Representation for Action Recognition in Videos"
    International Conference on Pattern Recognition (ICPR2012)

  • [oral]​​​

Keywords:
Action Recognition, Fisher Kernel Representation
  • Tianzhu Zhang, Bernard Ghanem, Si Liu, and Narendra Ahuja 
    "Robust Visual Tracking via Multi-Task Sparse Learning"
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR2012)

  • [oral]​​

Keywords:
Visual Tracking, Sparse Representation
  • Bernard Ghanem, Tianzhu Zhang, and Narendra Ahuja
    "Robust Video Registration Applied to Field-Sports Video Analysis"
    IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2012)
    ​​
Keywords:
registration, homography, l1 minimization, sparse representation
  • Tianzhu Zhang, Bernard Ghanem, and Narendra Ahuja
    "Robust Multi-Object Tracking Via Cross-Domain Contextual Information For Sports Video Analysis"
    IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2012)

Keywords:
Tracking, Particle Filter, Cross-Domain, Contextual Information
  • Bernard Ghanem and Narendra Ahuja
    "Modeling Dynamic Swarms"
    Journal of Computer Vision and Image Understanding (CVIU 2012) (arXiv e-print 2011 arXiv:1102.1292v1 [cs.CV])

Keywords:
Swarms, Dynamic textures, Crowd behavior analysis, Spatiotemporal analysis
  • Tianzhu Zhang, Bernard Ghanem, and Narendra Ahuja
    "Low-Rank Sparse Learning for Robust Visual Tracking"
    European Conference on Computer Vision (ECCV2012)

Keywords:
Visual Tracking, Low Rank Representation, Sparse Representation
  • Ganzhao Yuan, Zhenjie Zhang*, Bernard Ghanem*, and Zhifeng Hao
    "Low-Rank Quadratic Semidefinite Programming"
    Neurocomputing Journal 2012 

Keywords:
Semidefinite Programming, Metric Learning, Kernel Learning, Eigenvalue Decomposition, Low-Rank and Sparse Matrix Approximation
  • Akshat Dave*, Rachit Dubey*, Bernard Ghanem
    "Do Humans Fixate on Interest Points?"
    International Conference on Pattern Recognition (ICPR2012)
  • [oral]​​

Keywords:
Vision Systems, Interest Point Detectors
  • Bernard Ghanem, Maya Kreidieh*, Marc Farra*, Tianzhu Zhang
    "Context-Aware Learning for Automatic Sports Highlight Recognition"
    International Conference on Pattern Recognition (ICPR2012) 

Keywords:
Context-Aware Learning
  • ​Bernard Ghanem and Narendra Ahuja
    "A Probabilistic Framework for Discriminative Dictionary Learning"
    (arXiv e-print 2011  arXiv:1109.2389v1 [cs.CV])
Keywords:
Pobabilistic Framework, Dictionary Learning
  • Emre Akbas, Bernard Ghanem, and Narendra Ahuja
    "MIS-Boost: Multiple Instance Selection Boosting"
    IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI 2012)​
    ​​​
Keywords:
Image Classification, Large Class, Instance selection, Boosting
  • Bernard Ghanem, Narendra Ahuja
    "Sparse Coding of Linear Dynamical Systems with an Application to Dynamic Texture Recognition"
    International Conference on Pattern Recognition (ICPR 2010)​
Keywords:
Texture Recognition, Sparse Optimization
  • Bernard Ghanem and Narendra Ahuja
    "Dinkelbach NCUT: A Framework for Solving Normalized Cuts Problems with Priors and Convex Constraints"
    International Journal of Computer Vision (IJCV 2010)
Keywords:
Normalized Cuts, Convex Optimization
  • ​Bernard Ghanem, Narendra Ahuja
    "Maximum Margin Distance Learning for Dynamic Texture Recognition"
    European Conference on Computer Vision (ECCV 2010)
Keywords:
Texture Recognition, Distance Learning
  • Bernard Ghanem, Esther Resendiz, and Narendra Ahuja
    "Segmentation-Based Perceptual Image Quality Assessment (SPIQA)"
    International Conference on Image Processing (ICIP 2008)

Keywords:
IQM, QA, HVS, segmentation, saliency
  • Bernard Ghanem and Narendra Ahuja
    "Extracting a Fluid Dynamic Texture and the Background from Video"
    Conference on Computer Vision and Pattern Recognition (CVPR 2008)

Keywords:
Video Analysis, Dynamic Texture
  • Bernard Ghanem and Narendra Ahuja
    "Phase PCA for Dynamic Texture Video Compression"
    International Conference on Image Processing (ICIP 2007)

Keywords:
Dynamic texture, Phase, LDS, PCA
  • Bernard Ghanem and Narendra Ahuja
    "Phase Based Modeling of Dynamic Textures"
    International Conference on Computer Vision (ICCV 2007)

Keywords:
Dynamic Textures
  • Bernard Ghanem, Jianming Liang, Jinbo Bi, Marcos Salganicoff, and Arun Krishnan
    "Reduction of Lymph Tissue False Positives in Pulmonary Embolism Detection"
    SPIE Medical Imaging Conference  2007

Keywords:
detection, X-ray CT, feature extraction, classification and classifier design, segmentation, tensor voting, multiple instance learning
  • Bernard Ghanem, Ali Fawaz, Ghassan Karame
    "Real-Time Vision-Based Mobile Robot Navigation in Outdoor Environments"
    4th annual AUB Student Conference 2005 
Keywords:
Mobile Robot, SLAM, Computer Vision, Landmark detection, Localization.
  • M. Bernardine Dias, Bernard Ghanem, and Anthony Stentz
    "Improving Cost Estimation in Market-Based Coordination of a Distributed Sensing Task"
    IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2005)

Keywords:
Multirobot Coordination, Market-Based, Cost Estimation